Noise calibration for Pufferfish privacy on Simulation Figure 2b (test)
0.78Theta (eps=0.1)Practical Relaxed Mechanism
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Practical Relaxed MechanismMechanism=Alg. 12026.01 | 0.78 | 0.54 | 0.44 | 0.39 | 0.35 | 0.33 | 0.31 | 0.29 | 0.28 | 0.26 | |
| l1-sensitivity methodMechanism=l1 in Eq.(26)2026.01 | 10 | 5 | 3.33 | 2.5 | 2 | 1.67 | 1.43 | 1.25 | 1.11 | 1 | |
| W1 mechanismMechanism=W1 [8]2026.01 | 10 | 5 | 3.33 | 2.5 | 2 | 1.67 | 1.43 | 1.25 | 1.11 | 1 |